Title :
Model-based multifrequency array signal processing for low-angle tracking
Author :
Bossé, Éloi ; Turner, Ross M. ; Riseborough, E.S.
Author_Institution :
Div. of Command & Control, Defence Res. Establ. Valcartier, Courcelette, Que., Canada
Abstract :
Tracking low-altitude targets over the sea is problematic because of interference between the direct and reflected signal. Standard monopulse trackers can experience large errors because of multipath maximum likelihood estimation (MLE) has been used to more accurately estimate the target height in the presence of multipath MLE is a model-fitting technique where the model parameters are chosen to maximize the likelihood function. It is shown that the type of observation model has a large effect on performance. Tracking performance is compared using three different observation models employing varying amounts of a priori information. Results are presented for different array sizes: eight and 32-element arrays and two-element subarrays typical of phase monopulse. Performance is compared with that of standard techniques such as Fourier beamforming and phase monopulse.<>
Keywords :
array signal processing; electromagnetic wave reflection; electromagnetic wave scattering; maximum likelihood estimation; radar detection; radar interference; radar tracking; target tracking; 32-element arrays; Fourier beamforming; direct signal; interference; low-angle tracking; model-based multifrequency array signal processing; model-fitting technique; multipath maximum likelihood estimation; observation model; observation models; phase monopulse; reflected signal; sea; standard monopulse trackers; target height; tracking performance; two-element subarrays; Adaptive arrays; Antenna arrays; Array signal processing; Maximum likelihood estimation; Multiple signal classification; Phased arrays; Radar tracking; Receiving antennas; Sea surface; Target tracking;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on